Biography
The fight itself towards the summits suffices to fill a heart of man.
Siwei Yang is a first-year Ph.D. student at UCSC supervised by Prof. Cihang Xie.
He received his Bachelor’s Degree in Computer Science at Tongji University, Shanghai, China. He was an research assistant supervised by Prof. Yin Wang at Tongji University. After graduation, he has worked as a visiting research assistant at MMLab@HKUST under the supervision of Prof. Dan Xu and a research summer intern at CCVL@JHU under the supervision of Prof. Alan Yuille and Prof. Hang Zhao.
Download my CV here for further information.
Interests
- Multi-modal Models
- LLM Reasoning
- LLM/MLM Agents
Education
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Ph.D. in Computer Science, 2023 - Present
UC Santa Cruz
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B.Eng. in Computer Science, 2017 - 2021
Tongji University
News
- 10/2024: No. 2 of MICCAI 2023 BraTS Challenge, Brain Metastases Segmentation Track.
- 03/2023: Will join VLAA Lab@UCSC as a PhD student this year.
- 11/27/2022: Reached the pinnacle of my Chinese citizenship: be arrested on-site for protesting in Shanghai.
- 11/2022: One paper is accepted by AAAI 2023.
- 10/2022: One paper is accepted by BMVC 2022 as Oral.
- 04/2022: We are organizing the 1st OOD-CV workshop at ECCV 2022.
- 06/2022: Will join CCVL@JHU as a research summer intern supervised by Prof. Alan Yuille and Prof. Hang Zhao.
- 05/2021: Will join MMLab@HKUST as a visiting RA supervised by Prof. Dan Xu this summer.
Publications
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(2024).
WebAgent-90K: A Large-Scale Dataset for Fine-Tuning Agent for Automatic Web Browsing Tasks.
In submission to NeurIPS 2024.
(2024).
HQ-Edit: A High-Quality Dataset for Instruction-based Image Editing.
In submission to NeurIPS 2024.
(2024).
AQA-Bench: An Interactive Benchmark for Evaluating LLMs’ Sequential Reasoning Ability in Algorithmic Environments.
In submission to NeurIPS 2024.
(2022).
AsyInst: Asymmetric Affinity with DepthGrad and Color for Box-Supervised Instance Segmentation.
Preprint.
(2022).
Contrastive Multi-Task Dense Prediction.
AAAI 2023.
(2022).
XCon: Learning with Experts for Fine-grained Category Discovery .
BMVC 2022 Oral.
Awards & Honors
Best Undergraduate in NeurIPSW2020 SpaceNet7 Multi-Temporal Urban Development Challenge
No.8 / 39 in CVPRW2020 Agriculture-Vision Challenge Track
No.27 / 134 in CCF Multi-race Face Recognition Challenge
Third price at Tongji University Programming Contest
Second prize at National Olympiad in Informatics in Provinces
Experience
Research Summer Intern
Worked on Weakly-Supervised Instance Segmentation supervised by Prof. Alan Yuille and Prof. Hang Zhao.
Projects
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